Color correction software is something that should be performed on a workstation in a consistent manner across all applications. This is because they all share the same visual display, and that display needs to be calibrated to conform to a particular color temperature and gamma curve.

An ICC profile is a preset collection of values that may be accessed by symbolic name and from that you may be able to select a particular setting in the browser to ensure the images and colors in the web page are displayed exactly as the designer intended.